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Oral
Thu Jul 22 06:00 PM -- 06:20 PM (PDT)
Dimensionality Reduction for the Sum-of-Distances Metric
In Unsupervised Learning 2
Zhili Feng · Praneeth Kacham · David Woodruff
[ Paper ]
Spotlight
Thu Jul 22 06:20 PM -- 06:25 PM (PDT)
A Sampling-Based Method for Tensor Ring Decomposition
In Unsupervised Learning 2
Osman Asif Malik · Stephen Becker
[ Paper ]
Spotlight
Thu Jul 22 06:25 PM -- 06:30 PM (PDT)
CountSketches, Feature Hashing and the Median of Three
In Unsupervised Learning 2
Kasper Green Larsen · Rasmus Pagh · Jakub Tětek
[ Paper ]
Spotlight
Thu Jul 22 06:30 PM -- 06:35 PM (PDT)
Single Pass Entrywise-Transformed Low Rank Approximation
In Unsupervised Learning 2
Yifei Jiang · Yi Li · Yiming Sun · Jiaxin Wang · David Woodruff
[ Paper ]
Spotlight
Thu Jul 22 06:35 PM -- 06:40 PM (PDT)
Active Slices for Sliced Stein Discrepancy
In Unsupervised Learning 2
Wenbo Gong · Kaibo Zhang · Yingzhen Li · Jose Miguel Hernandez-Lobato
[ Paper ]
Spotlight
Thu Jul 22 06:40 PM -- 06:45 PM (PDT)
Projection techniques to update the truncated SVD of evolving matrices with applications
In Unsupervised Learning 2
Vasileios Kalantzis · Georgios Kollias · Shashanka Ubaru · Athanasios N. Nikolakopoulos · Lior Horesh · Kenneth Clarkson
[ Paper ]
Spotlight
Thu Jul 22 06:45 PM -- 06:50 PM (PDT)
Fixed-Parameter and Approximation Algorithms for PCA with Outliers
In Unsupervised Learning 2
Yogesh Dahiya · Fedor Fomin · Fahad Panolan · Kirill Simonov
[ Paper ]
Q&A
Thu Jul 22 06:50 PM -- 06:55 PM (PDT)
Q&A
In Unsupervised Learning 2